Annotator (Machine Learning & Computer Vision) IRC280387

Description
We are launching a critical initiative to integrate advanced Artificial Intelligence (AI) and Machine Learning (ML) into the product development and validation process for high-volume surgical staples.

This project aims to solve current process inefficiencies—specifically, long analysis wait times (up to 4 weeks per test) and high vendor costs—by bringing analytical capabilities in-house and automating the validation of millions of staples annually. This will lead to faster product development and significant cost savings.

Requirements
– High attention to detail and commitment to annotation accuracy.

– Comfort working with 2D/3D medical imaging data.

– Experience with or willingness to learn tools like 3D Slicer, Amazon SageMaker Ground Truth, CVAT or similar.

– General understanding of Machine Learning & Computer Vision models idea would be a big plus.

– Background in medicine, radiology, biomedical sciences, anatomy, or related healthcare fields is a big plus.

– Basic understanding of QA Process and Methodologies would be a plus;

– Experience working in healthcare AI, research, or imaging is a plus.

– Strong communication skills and at least upper-intermediate English level for effective cooperation with client.

Job responsibilities

We are looking for a detail-oriented Annotator to prepare the foundational data for our ML models. Your meticulous work will be crucial in ensuring the accuracy and quality of the datasets that will power this transformative change.

Initially, you will focus on preparing data related to our highest-volume staples (one linear and one circular design). Your responsibilities will directly contribute to building a production-ready analytical solution that will revolutionize testing and quality assurance for surgical devices.

Your responsibilities will include

– Prepare datasets for training machine learning models that automatically detect information on medical device images.

– Close work with a client team with planning work load, results demonstration and requirements clarification;

– Analyze defects and problems in current algorithms based on video output;

– Raise a flag when any defect occurs, verify if test sets are have acceptable output;

– Quality Assurance: Follow strict medical annotation protocols provided by supervising doctors.

– Collaboration: Work closely with medical experts, AI engineers, and fellow annotators in a multidisciplinary environment.

Key Contribution: You will be the essential link between raw engineering data and the machine learning models that will automate and accelerate our product validation process.

What we offer

Culture of caring.
At GlobalLogic, we prioritize a culture of caring. Across every region and department, at every level, we consistently put people first. From day one, you'll experience an inclusive culture of acceptance and belonging, where you'll have the chance to build meaningful connections with collaborative teammates, supportive managers, and compassionate leaders.

Learning and development.
We are committed to your continuous learning and development. You'll learn and grow daily in an environment with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. With our Career Navigator tool as just one example, GlobalLogic offers a rich array of programs, training curricula, and hands-on opportunities to grow personally and professionally.

Interesting & meaningful work.
GlobalLogic is known for engineering impact for and with clients around the world. As part of our team, you'll have the chance to work on projects that matter. Each is a unique opportunity to engage your curiosity and creative problem-solving skills as you help clients reimagine what's possible and bring new solutions to market. In the process, you'll have the privilege of working on some of the most cutting-edge and impactful solutions shaping the world today.

Balance and flexibility.
We believe in the importance of balance and flexibility. With many functional career areas, roles, and work arrangements, you can explore ways of achieving the perfect balance between your work and life. Your life extends beyond the office, and we always do our best to help you integrate and balance the best of work and life, having fun along the way

High-trust organization.
We are a high-trust organization where integrity is key. By joining GlobalLogic, you're placing your trust in a safe, reliable, and ethical global company. Integrity and trust are a cornerstone of our value proposition to our employees and clients. You will find truthfulness, candor, and integrity in everything we do.

About GlobalLogic
GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world's largest and most forward-thinking companies. Since 2000, we've been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.